We used a linear regression model to predict which of CravenSpeed’s parts will be most profitable over time. Overall, we found that parts like the FlexPod are likely to be most profitable for CravenSpeed. It is a small, inexpensive plastic part that is useful for many makes, models, and years.
We used a random forests technique to show which features are most important to this model.
Made of metal, manufactured with a form or lathe, powder finish
Fits < 10 model years
< 10 components and no product variants
Low drop ship rate compared to retail